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Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis
Obesity perturbs central functions of human adipose tissue, centred on differentiation of preadipocytes to adipocytes, i.e., adipogenesis. The large environmental component of obesity makes it important to elucidate epigenetic regulatory factors impacting adipogenesis. Promoter Capture Hi-C (pCHi-C)...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9665133/ https://www.ncbi.nlm.nih.gov/pubmed/35746833 http://dx.doi.org/10.1080/15592294.2022.2088145 |
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author | Garske, Kristina M. Comenho, Caroline Pan, David Z. Alvarez, Marcus Mohlke, Karen Laakso, Markku Pietiläinen, Kirsi H. Pajukanta, Päivi |
author_facet | Garske, Kristina M. Comenho, Caroline Pan, David Z. Alvarez, Marcus Mohlke, Karen Laakso, Markku Pietiläinen, Kirsi H. Pajukanta, Päivi |
author_sort | Garske, Kristina M. |
collection | PubMed |
description | Obesity perturbs central functions of human adipose tissue, centred on differentiation of preadipocytes to adipocytes, i.e., adipogenesis. The large environmental component of obesity makes it important to elucidate epigenetic regulatory factors impacting adipogenesis. Promoter Capture Hi-C (pCHi-C) has been used to identify chromosomal interactions between promoters and associated regulatory elements. However, long range interactions (LRIs) greater than 1 Mb are often filtered out of pCHi-C datasets, due to technical challenges and their low prevalence. To elucidate the unknown role of LRIs in adipogenesis, we investigated preadipocyte differentiation to adipocytes using pCHi-C and bulk and single nucleus RNA-seq data. We first show that LRIs are reproducible between biological replicates, and they increase >2-fold in frequency across adipogenesis. We further demonstrate that genomic loci containing LRIs are more epigenetically repressed than regions without LRIs, corresponding to lower gene expression in the LRI regions. Accordingly, as preadipocytes differentiate into adipocytes, LRI regions are more likely to contain repressed preadipocyte marker genes; whereas these same LRI regions are depleted of actively expressed adipocyte marker genes. Finally, we show that LRIs can be used to restrict multiple testing of the long-range cis-eQTL analysis to identify variants that regulate genes via LRIs. We exemplify this by identifying a putative long range cis regulatory mechanism at the LYPLAL1/TGFB2 obesity locus. In summary, we identify LRIs that mark repressed regions of the genome, and these interactions increase across adipogenesis, pinpointing developmental regions that need to be repressed in a cell-type specific way for adipogenesis to proceed. |
format | Online Article Text |
id | pubmed-9665133 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-96651332022-11-15 Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis Garske, Kristina M. Comenho, Caroline Pan, David Z. Alvarez, Marcus Mohlke, Karen Laakso, Markku Pietiläinen, Kirsi H. Pajukanta, Päivi Epigenetics Brief Report Obesity perturbs central functions of human adipose tissue, centred on differentiation of preadipocytes to adipocytes, i.e., adipogenesis. The large environmental component of obesity makes it important to elucidate epigenetic regulatory factors impacting adipogenesis. Promoter Capture Hi-C (pCHi-C) has been used to identify chromosomal interactions between promoters and associated regulatory elements. However, long range interactions (LRIs) greater than 1 Mb are often filtered out of pCHi-C datasets, due to technical challenges and their low prevalence. To elucidate the unknown role of LRIs in adipogenesis, we investigated preadipocyte differentiation to adipocytes using pCHi-C and bulk and single nucleus RNA-seq data. We first show that LRIs are reproducible between biological replicates, and they increase >2-fold in frequency across adipogenesis. We further demonstrate that genomic loci containing LRIs are more epigenetically repressed than regions without LRIs, corresponding to lower gene expression in the LRI regions. Accordingly, as preadipocytes differentiate into adipocytes, LRI regions are more likely to contain repressed preadipocyte marker genes; whereas these same LRI regions are depleted of actively expressed adipocyte marker genes. Finally, we show that LRIs can be used to restrict multiple testing of the long-range cis-eQTL analysis to identify variants that regulate genes via LRIs. We exemplify this by identifying a putative long range cis regulatory mechanism at the LYPLAL1/TGFB2 obesity locus. In summary, we identify LRIs that mark repressed regions of the genome, and these interactions increase across adipogenesis, pinpointing developmental regions that need to be repressed in a cell-type specific way for adipogenesis to proceed. Taylor & Francis 2022-06-23 /pmc/articles/PMC9665133/ /pubmed/35746833 http://dx.doi.org/10.1080/15592294.2022.2088145 Text en © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Brief Report Garske, Kristina M. Comenho, Caroline Pan, David Z. Alvarez, Marcus Mohlke, Karen Laakso, Markku Pietiläinen, Kirsi H. Pajukanta, Päivi Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title | Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title_full | Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title_fullStr | Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title_full_unstemmed | Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title_short | Long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
title_sort | long-range chromosomal interactions increase and mark repressed gene expression during adipogenesis |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9665133/ https://www.ncbi.nlm.nih.gov/pubmed/35746833 http://dx.doi.org/10.1080/15592294.2022.2088145 |
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